MCP servers for Claude Desktop

Local PDF, image, data and text tools for AI assistants. Files stay on your computer.

base64, hashing, regex, word count, JWT decode and CSS unit conversion. Deterministic, offline.

Official MCP server for Git Leaderboard rankings, profiles, streaks, and user comparisons.

Unofficial MCP server for the Pixabay API: search and fetch royalty-free images and videos.

AI-driven MCP for grading homework - an intelligent homework grading service based on the Qwen3-VL multimodal model

Agent-complete localization: extract strings, push keys, AI-translate, pull type-safe TS types.

MCP server for AI agents to read and safely edit Adobe InDesign IDML files. No InDesign required.

Recovers malformed LLM JSON. MCP build: 218/300 on MALFORMED-300 (library build 282/300).

45 specialized judges that evaluate AI-generated code for security, cost, and quality.

Explain fraud verdicts with evidence, surface account rings, and see who has burned other operators.

MCP server for Kalshi prediction markets: native RSA-PSS auth, rate limiting, demo/prod safety.

Associative key-graph memory for LLM agents — recall by association, not vector similarity.

🚀 Professional Amazon & Alibaba research tools for Claude AI - Product research, keyword intelligence, and supplier discovery via MCP

The official Letmediff MCP server helping you review your code with an agent first workflow

Unified MCP server for Gemini, Codex, Claude, Grok, Ollama, and Antigravity

Manage Marzban panels through the Model Context Protocol.

Unified MCP server bridging Claude Code and Ollama to Roblox Studio and Blender.

Seeds, governs and navigates a memory_bank knowledge base: gated writes, routing, drift vs code

Cryptographically signed visual memory for AI agents. Self-bootstrapping session handoff across any agent.

🎨 A Model Context Protocol (MCP) server for rendering Mermaid charts to high-quality images

A Model Context Protocol server that wraps the Meshy AI API with TypeScript and Node.js tools, including rigging and animation endpoints.